Data Scientist; DocV Job Dallas Texas USA,IT/Tech

Position: Staff Data Scientist (DocV)

We are seeking a Staff Data Scientist with deep expertise in computer vision and machine learning to provide technical leadership for our document verification solutions. This role is responsible for setting technical direction, guiding data scientists through complex challenges, and ensuring the quality of ML solutions across the full model lifecycle—from data strategy and model development to deployment, monitoring, and production usage
You will serve as a domain expert and trusted technical advisor, raising the technical bar across the team while partnering with engineering, product, and customers to deliver effective document verification solutions
Serve as a domain expert in computer vision and machine learning, providing technical direction and guidance across document verification projects
Oversee the end-to-end ML lifecycle, including data selection, model development, evaluation, deployment, monitoring, and continuous improvement
Guide and mentor data scientists through complex modeling and production challenges, helping teams make sound technical decisions and tradeoffs
Establish best practices and technical standards for model development, evaluation, and production readiness
Identify technical risks and opportunities across projects and drive solutions that improve model performance, scalability, and reliability
Partner with engineering, product, and customers to translate business and customer needs into effective modeling strategies
Communicate model behavior, performance, limitations, and technical decisions clearly to both technical and non-technical stakeholders

Benefits

Health:
Comprehensive medical coverage, including vision, dental, and FSA
Parental Leave:
Generous leave allowance for
parents-to-be
401k:
Pre-tax savings for retirement
Life Insurance:
Protect your family in
case of emergency
PTO:
Take as much time as you need,
when you need it
100% Remote:
Work from anywhere anytime, whatever suits your lifestyle
WFH Allowance:
Generous reimbursement program to maximize your WFH setup
Deskpass:
Work in an office environment whenever you feel the need
Mental Health Provider:
Connect with clinicians when you need it
Learning & Development:
Self-education allowance & free career coaching
Employee Assistance Program "EAP":
Lifestyle resources available as well as additional mental health resources
Fertility Provider:
Family planning solutions for those interested
Personal Legal Support:
Significant discounts with Rocket Lawyer

Proven experience designing, deploying, and improving production ML systems at scale
Bachelor’s degree in Computer Science or a related field, or equivalent experience, with 10+ years or equivalent professional experience and deep expertise in computer vision and machine learning
Strong technical judgment and ability to navigate complex and ambiguous modeling problems
Excellent written and verbal communication skills, including the ability to influence technical, business, and customer stakeholders
Strong understanding of the full ML lifecycle, from data strategy and model development through deployment and production monitoring
Demonstrated technical leadership across multiple ML projects, including mentoring and guiding other experienced data scientists
Master’s or Ph.D. in Computer Science, Machine Learning, Computer Vision, or a related field
Experience with document verification, OCR, identity, fraud detection, or image forensics
Experience with transformer-based vision models, multimodal systems, foundation models, or LLMs
Experience working with enterprise customers or in regulated environments